EDBT 2026 Demo / reviewers in the wild / expert
Paul M. Loschak
dblp:135/8693
· DBLP profile ↗
5ranked-venue papers
4as first author
0since 2021 · last 2017
0000-0003-2202-417XORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 4 · 3 first-authorSystems, architecture and hardware · 4 · 3 first-authorApplied, interdisciplinary, general and emerging computing · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
3 papers |
Motion planning and robot control · 55% Robot manipulation · 28% Robot navigation and mapping · 18% | |
| Interdisciplinary, comprehensive, and emerging computing
3 papers |
Medical and health informatics · 100% |
Topics — the 5 heaviest of 6, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Robotics › Robot manipulation › medical robotics
catheter steering |
0.5 | 2 | 2017 | Algorithms for Automatically Pointing Ultrasound Imaging Catheters · IEEE Trans. Robotics 2017 Automated pointing of cardiac imaging catheters · ICRA 2013 |
Robotics › Motion planning and robot control
robot control |
0.5 | 2 | 2017 | Predictive filtering in motion compensation with steerable cardiac catheters · ICRA 2017 Automated pointing of cardiac imaging catheters · ICRA 2013 |
Robotics › Motion planning and robot control › robot control
motion compensation |
0.3 | 1 | 2017 | Predictive filtering in motion compensation with steerable cardiac catheters · ICRA 2017 |
Robotics › Robot navigation and mapping
state estimation |
0.3 | 1 | 2017 | Predictive filtering in motion compensation with steerable cardiac catheters · ICRA 2017 |
Robotics › Motion planning and robot control › robot control
inverse kinematics |
0.2 | 1 | 2013 | Automated pointing of cardiac imaging catheters · ICRA 2013 |
Methods — techniques the papers use, named apart from their topics
extended kalman filter · 0.6electromagnetic tracking · 0.3closed-form kinematics · 0.3closed-form kinematic solutions · 0.3closed-form kinematic solution · 0.3
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2017 | Predictive filtering in motion compensation with steerable cardiac cathetersabstractRobotic cardiac catheterization using ultrasound (US) imaging catheters provides real time imaging from within the heart while reducing the difficulty in manually steering a four degree-of-freedom (4-DOF) catheter. Accurate robotic catheter navigation in the heart is challenging due to a variety of disturbances including cyclical physiological motions, such as respiration. In this work we compensate for respiratory motion by using an Extended Kalman Filter (EKF) to predict target motion and by applying the predictions to steer the US imaging catheter. The system performance was measured in bench top experiments with phantom vasculature. The robotic system with predictive filtering tracked cyclically moving targets with 1.59 mm and 0.72° mean error. Accurately tracking moving structures can improve intra-procedural treatments and visualization. Paul M. Loschak, Alperen Degirmenci, Robert D. Howe |
ICRA | 1 |
| 2017 | Algorithms for Automatically Pointing Ultrasound Imaging CathetersabstractA system for automatically pointing ultrasound (US) imaging catheters will enable clinicians to monitor anatomical structures and track instruments during interventional procedures. Off-the-shelf US catheters provide high quality US images from within the patient. While this method of imaging has been proven to be effective for guiding many interventional treatments, significant training is required to overcome the difficulty in manually steering the imager to point at desired structures. Our system uses closed-form four degree of freedom (DOF) kinematic solutions to automatically position the US catheter and point the imager. Algorithms for steering and imager pointing were developed for a range of useful diagnostic and interventional motions. The system was validated on a robotic test bed by steering the catheter within a water environment containing phantom objects. While the system described here was designed for pointing ultrasound catheters, these algorithms are applicable to accurate 4-DOF steering and orientation control of any long thin tendon-driven tool with single or bi-directional bending. Paul M. Loschak, Laura J. Brattain, Robert D. Howe |
IEEE Trans. Robotics | 1 |
| 2016 | Compensation for unconstrained catheter shaft motion in cardiac cathetersabstractCardiac catheterization with ultrasound (US) imaging catheters provides real time US imaging from within the heart, but manually navigating a four degree of freedom (DOF) imaging catheter is difficult and requires extensive training. Existing work has demonstrated robotic catheter steering in constrained bench top environments. Closed-loop control in an unconstrained setting, such as patient vasculature, remains a significant challenge due to friction, backlash, and physiological disturbances. In this paper we present a new method for closed-loop control of the catheter tip that can accurately and robustly steer 4-DOF cardiac catheters and other flexible manipulators despite these effects. The performance of the system is demonstrated in a vasculature phantom and an in vivo porcine animal model. During bench top studies the robotic system converged to the desired US imager pose with sub-millimeter and sub-degree-level accuracy. During animal trials the system achieved 2.0 mm and 0.65° accuracy. Accurate and robust robotic navigation of flexible manipulators will enable enhanced visualization and treatment during procedures. Alperen Degirmenci, Paul M. Loschak, Cory M. Tschabrunn, Elad Anter, Robert D. Howe |
ICRA | 2 |
| 2015 | A robotic system for actively stiffening flexible manipulatorsabstractA system for actively changing the stiffness of a long, thin, flexible robotic manipulator has been designed for cardiologists to use in a range of diagnosis and treatment procedures. Low-stiffness manipulators, such as catheters, are ideal for steering through vasculature with low risk of tissue injury. However, such instruments are not well-suited for applying force to tissue. The proposed system solves this problem by using a series of bead-shaped vertebrae containing pull wires to actively change the stiffness of the catheter, similar to gooseneck surgical retractors. Individual wires steer the catheter to a desired location. All wires are then tensioned to create friction between each vertebra and prevent sliding, therefore resisting motion. While this design concept has been implemented manually in various settings for decades, fine robotic control of the friction and stiffness of the system relies on a thorough understanding of the friction properties between vertebral segments. We have developed an analytical model to understand the interactions between vertebrae and determine the relationships between system parameters and the overall stiffness of the catheter. Experiments validated the calculations from the model and the functionality of the system by applying known loads to the tip of the catheter and measuring the catheter displacement. The catheter stiffness was measured to range from 100 N/m to 800 N/m, which is sufficient for performing many surgical tasks on tissue. This system can be useful in minimally invasive procedures involving direct instrument contact with tissue by improving accuracy, safety, and work flow. Paul M. Loschak, Stephen F. Burke, Emiko Zumbro, Alexandra R. Forelli, Robert D. Howe |
IROS | 1 |
| 2013 | Automated pointing of cardiac imaging cathetersabstractIntracardiac echocardiography (ICE) catheters enable high-quality ultrasound imaging within the heart, but their use in guiding procedures is limited due to the difficulty of manually pointing them at structures of interest. This paper presents the design and testing of a catheter steering model for robotic control of commercial ICE catheters. The four actuated degrees of freedom (4-DOF) are two catheter handle knobs to produce bi-directional bending in combination with rotation and translation of the handle. An extra degree of freedom in the system allows the imaging plane (dependent on orientation) to be directed at an object of interest. A closed form solution for forward and inverse kinematics enables control of the catheter tip position and the imaging plane orientation. The proposed algorithms were validated with a robotic test bed using electromagnetic sensor tracking of the catheter tip. The ability to automatically acquire imaging targets in the heart may improve the efficiency and effectiveness of intracardiac catheter interventions by allowing visualization of soft tissue structures that are not visible using standard fluoroscopic guidance. Although the system has been developed and tested for manipulating ICE catheters, the methods described here are applicable to any long thin tendon-driven tool (with single or bi-directional bending) requiring accurate tip position and orientation control. Paul M. Loschak, Laura J. Brattain, Robert D. Howe |
ICRA | 1 |